Latticework

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beginner8h estimated

Linear Algebra

The math underneath ML and quant work — vectors, matrices, and eigenvalues implemented from first principles in plain Python, distinct from the NumPy course's focus on doing the same computations efficiently at scale.

Prerequisites

Useful for

ml engineerai engineerresearch engineerquant developerquant researcherquant trader

Modules

Vectors & Matrices

18 min

Start

Eigenvalues

18 min

Start

Matrix Decompositions

Planned